Publications

J Qian, H Du, J Hou, L Chen, T Jung, X-Y Li

Speech Sanitizer: Speech Content Desensitization and Voice Anonymization [PDF]

Accepted to IEEE Transactions on Dependable and Secure Computing (TDSC), 2020.

DOI: 10.1109/TDSC.2019.2960239

J Hou, X-Y Li, P Zhu, Z Wang, Y Wang, J Qian, P Yang

SignSpeaker: A Real-time, High-Precision Smartwatch-Based Sign Language Translator

ACM MobiCom, 2019. (Acceptance Ratio: 25/104=24.0%)

DOI: 10.1145/3300061.3300117

J Qian, F Han, J Hou, C Zhang, Y Wang, X-Y Li

Towards Privacy-Preserving Speech Data Publishing [PDF, Slides]

IEEE INFOCOM, 2018. (Acceptance Ratio: 309/1606=19.3%)

DOI: 10.1109/INFOCOM.2018.8486250

D Ren, Y Zhang, N Xiao, H Zhou, X-Y Li, J Qian, and P Yang

Word-Fi: Accurate Handwrite System Empowered by Wireless Backscattering and Machine Learning

IEEE Network, 2018.

DOI: 10.1109/MNET.2018.1700441

A Li, S Xue, X-Y Li, L Zhang, J Qian

AppDNA: Profiling App Behavior via Deep Learning on Function Call Graphs

Accepted to IEEE Transactions on Emerging Topics in Computing (TETC), 2020

H Du, L Chen, J Qian, J Hou, T Jung, X-Y Li

PatronuS: A System for Privacy-Preserving Cloud Video Surveillance

Accepted to IEEE Journal on Selected Areas in Communications (JSAC), 2020.

J Hou, J Qian, Y Wang, X-Y Li, H Du, L Chen

ML Defense: Against Prediction API Threats in Cloud-Based Machine Learning Service

IEEE/ACM IWQoS, 2019. (Acceptance Ratio: 27.4%)

DOI: 10.1145/3326285.3329042

L Chen, T Jung, H Du, J Qian, J Hou, X-Y Li

Crowdlearning: Crowded Deep Learning with Data Privacy [PDF, BibTex]

IEEE SECON, 2018. (Acceptance Ratio: 49/211=23.2%)

DOI: 10.1109/SAHCN.2018.8397100

J Qian, X-Y Li, T Jung, Y Fan, Y Wang and S Tang

Social Network De-Anonymization: More Adversarial Knowledge, More Users Re-Identified? [PDF]

ACM Transactions on Internet Technology (TOIT), 2019.

DOI: 10.1145/3310363

J Qian, X-Y Li, C Zhang, L Chen, T Jung and J Han

Social Network De-Anonymization and Privacy Inference with Knowledge Graph Model [PDF, BibTex]

IEEE Transactions on Dependable and Secure Computing (TDSC), 2017.

DOI: 10.1109/TDSC.2017.2697854

J Qian, X-Y Li, C Zhang and L Chen

De-anonymizing Social Networks and Inferring Private Attributes Using Knowledge Graphs [PDF, Slides]

IEEE INFOCOM, 2016. (Acceptance Ratio: 300/1644=18.3%)

DOI: 10.1109/INFOCOM.2016.7524578

J Qian, S Tang, H Liu, T Jung and X-Y Li

Privacy Inference on Knowledge Graphs: Hardness and Approximation [PDF, Slides, BibTex]

IEEE Mobile Ad-hoc and Sensor Networks (MSN), 2016.

DOI: 10.1109/MSN.2016.030

X-Y Li, C Zhang, T Jung, J Qian and L Chen

Graph-Based Privacy-Preserving Data Publication [PDF, BibTex]

IEEE INFOCOM, 2016. (Acceptance Ratio: 300/1644=18.3%)

DOI: 10.1109/INFOCOM.2016.7524584

J Qian, F Qiu, F Wu, N Ruan, G Chen and S Tang

Privacy-Preserving Selective Aggregation of Online User Behavior Data [PDF, BibTex]

IEEE Transactions on Computers (TC), 2017.

DOI: 10.1109/TC.2016.2595562

J Qian, F Qiu, F Wu, N Ruan, G Chen and S Tang

A Differentially Private Selective Aggregation Scheme for Online User Behavior Analysis [PDF, Slides, BibTex]

IEEE GLOBECOM, 2015. (Acceptance Ratio: 915/2614=35.0%)

DOI: 10.1109/GLOCOM.2015.7416968

A Li, L Zhang, J Qian, X Xiao, X-Y Li and Y Xie

TODQA: Efficient Task-Oriented Data Quality Assessment

IEEE MSN, 2019. (Best paper)

Xiang-Yang Li*, Jianwei Qian*, Xiaoyang Wang

Can China Lead the Development of Data Trading and Sharing Markets? [Html, PDF]

Communications of the ACM (CACM), 2018.

T Jung, X-Y Li, W Huang, Z Qiao, J Qian, L Chen, J Han, J Hou.

AccountTrade: Accountability Against Dishonest Big Data Buyers and Sellers [PDF, BibTex]

IEEE Transactions on Information Forensics & Security (TIFS), 2018.

DOI: 10.1109/TIFS.2018.2848657

T Jung, X-Yg Li, W Huang, J Qian, L Chen, J Han, J Hou, C Su

AccountTrade: Accountable Protocols for Big Data Trading Against Dishonest Consumers [PDF, BibTex]

IEEE INFOCOM, 2017. (Acceptance Ratio: 292/1395=20.9%)

DOI: 10.1109/INFOCOM.2017.8057004